{"id":"W1831209415","doi":"10.2337/dc14-2474","title":"Prevalence of Prediabetes and Undiagnosed Diabetes in Canada (2007–2011) According to Fasting Plasma Glucose and HbA1c Screening Criteria","year":2015,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; York University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Prediabetes; Medicine; Diabetes mellitus; Type 2 diabetes; Internal medicine; Impaired fasting glucose; Plasma glucose; Population; Hemoglobin; Endocrinology; Impaired glucose tolerance; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007959484,0.0004583651,0.0005011508,0.002483139,0.001506713,0.001036199,0.001575959,0.0004733949,0.001733156],"category_scores_gemma":[0.002254336,0.0004473873,0.0008913951,0.004355987,0.0005215729,0.0004019619,0.0008132089,0.000682971,0.0002075614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02561907,"about_ca_system_score_gemma":0.02934744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947022,"about_ca_topic_score_gemma":0.9952447,"domain_scores_codex":[0.9984137,0.00007491354,0.0001115956,0.0002448516,0.000808213,0.0003465854],"domain_scores_gemma":[0.9974842,0.00007380956,0.0004766065,0.00004939505,0.001466549,0.0004494613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006945643,0.00002117748,0.9924709,0.00009127056,0.000143543,0.0000422397,0.0001741712,0.0001518917,0.00007110911,0.00008718222,0.002709485,0.00396769],"study_design_scores_gemma":[0.000006695507,0.000009908264,0.9983678,0.00003702944,0.00004844851,0.00006043256,0.0002277033,0.0002864976,0.00004380612,0.00001367934,0.0008884362,0.000009603125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267223,0.004582699,0.0004621957,0.0007789622,0.00006024657,0.0001373435,0.06190767,0.00006938069,0.005279254],"genre_scores_gemma":[0.9862915,0.001390226,0.0005514874,0.0001804775,0.00001725111,0.0000471061,0.01037656,0.000009839102,0.001135633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02561907,"threshold_uncertainty_score":0.1858802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640817146524695,"score_gpt":0.2351399151573159,"score_spread":0.2187317436920689,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}